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분야텍스트 마이닝텍스트 마이닝
계열Process / pipelineProcess / pipeline
기원 연도19901949
창시자Church & HanksGeorge K. Zipf (frequency-distribution foundation)
유형Statistical text-mining techniqueDescriptive text-mining analysis
원전Church, K.W. & Hanks, P. (1990). Word Association Norms, Mutual Information, and Lexicography. Computational Linguistics, 16(1), 22-29. link ↗Zipf, G. K. (1949). Human Behavior and the Principle of Least Effort. Addison-Wesley. link ↗
별칭word association, collocation extraction, Birliktelik Analizi (Collocation Analysis)word frequency analysis, n-gram frequency analysis, Metin Frekans Analizi
관련34
요약Collocation analysis is a statistical text-mining technique that identifies word pairs or expressions that frequently occur together, using association measures rather than chance co-occurrence. Introduced in the lexicography work of Church and Hanks (1990), it is used for terminology extraction and language analysis, surfacing the multi-word units that carry meaning in a corpus.Text frequency analysis is a descriptive text-mining method that counts how often words, n-grams, and phrases occur in a corpus to reveal content patterns and dominant themes. It rests on the frequency-distribution insight formalised by George K. Zipf (1949), that a few terms occur very often while most are rare, and it is one of the most basic and widely used entry points into quantitative text analysis.
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